We are comparing application security testing tools for our microservices architecture; which vendors offer the lowest false-positive rates for containerized Go and Rust applications?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are comparing application security testing tools for our microservices architecture; which vendors offer the lowest false-positive rates for containerized Go and Rust applications?
3 real searches · 1 real-search pass
application security testing vendors false positive rate benchmark SAST Go Rust container scanning 2025 2026Google ↗
OBSERVEDReason
SAST tools Go Rust language support false positives Semgrep Checkmarx Veracode Snyk GitLabGoogle ↗
OBSERVEDYes / no
container security vulnerability scanning reachability false positives Go Rust vendors Wiz Prisma Cloud Sysdig AquaGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
application security testing vendors false positive rate benchmark SAST Go Rust container scanning 2025 2026 Google ↗
SAST tools Go Rust language support false positives Semgrep Checkmarx Veracode Snyk GitLab Google ↗
container security vulnerability scanning reachability false positives Go Rust vendors Wiz Prisma Cloud Sysdig Aqua Google ↗
- Evaluating and Improving Static Application Security Testing Tools for Rust · paperpeel.com
- 38 Best SAST Tools for 2026: Static Analysis · appsecsanta.com
- TEST #225135 April 2025 REPORT Commissioned by · checkmarx.com
- Static application security testing (SAST) · docs.gitlab.com
- Index · Sast · Application security · User · Help · gitlab.ue-one.com
- Container Vulnerability Management: Cut CVE Noise · upwind.io
- Best 9 Container Security Tools for Development Teams (2026) · expertinsights.com
- Integrations · semgrep.dev
- Rust · docs.snyk.io
- Go · docs.snyk.io
- SAST Scanner · docs.checkmarx.com
- Supported Languages and Package Managers · docs.checkmarx.com
- Supported languages, package managers, and frameworks · docs.snyk.io
- Preset Manager · docs.checkmarx.com
- GitHub - lawmight/sast-benchmark: The first public OWASP-style SAST benchmark suite for Go, Rust, and Bash. Ground truth test cases with vulnerable/safe classifications for measuring detection accuracy (Youden's formula) of any static analysis tool. · github.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
application security testing vendors false positive rate benchmark SAST Go Rust container scanning 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
SAST tools Go Rust language support false positives Semgrep Checkmarx Veracode Snyk GitLab OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
container security vulnerability scanning reachability false positives Go Rust vendors Wiz Prisma Cloud Sysdig Aqua OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |